Sentence examples for distribution of instances from inspiring English sources

The deterministic construction of folds is performed using unsupervised stratification by exploiting the distribution of instances in the instance space.

Here we show that by using the right distribution of instances, and appropriate parameter values, it is possible to generate random formulas that are hard, that is, for which satisfiability testing is quite difficult.

The distribution of instances across classes is nearly balanced (cf. Table 1).

However, in practice, such a hyperplane may not be found because of the specific distribution of instances in the data.

This becomes obvious looking at the resulting distribution of instances in the valence-arousal plane by the rounded median ground truth for the original five classes per dimension as provided in Figure 5.

In practical applications, the decision threshold adjustment function should be subtly designed by considering real distribution of instances.

The standard deviation represents the degree of variation in the distribution of instance sizes demanded by user i.

The distributions of instances per partition are displayed in Figure 7 following the three degrees per dimension.

Typically, in order to achieve efficiency in the search, the neighborhood structures need to be tailored not only to the specific problem but also to the peculiar distribution of the instances to be solved (reference instance population).

If it is a category, such as red or blue, then a query instance will be assigned to a category according to the distribution of training instances at the relevant leaf.

Graphically, the 'net power' is the area of the distribution of positive instances or the alternative hypothesis, minus the area of the distribution of negative instances or the null hypothesis (Fig. 2).